Volt/VAR optimization for photovoltaic-storage-charging station high-permeability power distribution networks: A data-knowledge hybrid driven reinforcement learning method

Electric Power Systems Research, Год журнала: 2025, Номер 245, С. 111618 - 111618

Опубликована: Март 15, 2025

Язык: Английский

A Cooperative MHE-Based Distributed Model Predictive Control for Voltage Regulation of Low-Voltage Distribution Networks

Symmetry, Год журнала: 2025, Номер 17(4), С. 513 - 513

Опубликована: Март 28, 2025

This paper presents a moving horizon estimator-based cooperative model predictive control strategy for low-voltage distribution area equipped with symmetric distributed generators (DGs). First, DGs have their symmetries in the structures that can be utilized design. Then, simplified using feedback linearization theory hierarchical reduces high-order detailed models to low-order ones. To supplement loss of accuracy and reliability proposed model, controller introduces estimator observe unmeasured state variables under poor communication condition network. Compared conventional method, has advantages handling uncertain disturbances, delays, constraints, etc. Furthermore, all measured observed information, executed, stability feasibility are given. Finally, effectiveness technique is verified through simulation based on Matlab/Simulink.

Язык: Английский

Development of intelligent controller for high performance electric drives with hybrid CSA and RERNN technique

Scientific Reports, Год журнала: 2025, Номер 15(1)

Опубликована: Апрель 23, 2025

Язык: Английский